Dynamic U-Nets with PyTorch

This package has some convenience functions for setting up U-Nets with pre-trained ResNets as the encoder.

Install

pip install dynamic_unet

Examples of how to use this package
Add-ons for having arbitrary image classification networks being used as encoders, not just ResNets (which are limited to 3 channel inputs, and need some ad-hoc work to set up as encoders)

Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
.github/workflows		.github/workflows
docs		docs
dynamic_unet		dynamic_unet
.gitignore		.gitignore
00_encoder.ipynb		00_encoder.ipynb
01_decoder.ipynb		01_decoder.ipynb
02_utils.ipynb		02_utils.ipynb
03_unet.ipynb		03_unet.ipynb
04_opt.ipynb		04_opt.ipynb
CONTRIBUTING.md		CONTRIBUTING.md
LICENSE		LICENSE
MANIFEST.in		MANIFEST.in
Makefile		Makefile
README.md		README.md
index.ipynb		index.ipynb
settings.ini		settings.ini
setup.py		setup.py